| 2026 | SAC | Combining Textual Embeddings and Graph Neural Networks for Agile Software Effort Estimation. | Carlos Bitencourt, Marcelo Augusto Santos Turine, Vanessa Araujo Borges, Bruno Magalhes Nogueira |
| 2026 | SAC | VERITAS: A Multi-Agent Verification-Based Framework for Reliable Intelligent Tutoring Systems. | Leonardo Serra Victorio, Anderson Vioso de Araujo, Vanessa Araujo Borges, Marcelo Augusto Santos Turine, Bruno Magalhes Nogueira |
| 2020 | SAC | TextCSN: a semi-supervised approach for text clustering using pairwise constraints and convolutional siamese network. | Lucas Akayama Vilhagra, Eraldo Rezende Fernandes, Bruno Magalhes Nogueira |
| 2017 | ICDAR | Learning a Fast Bipartite Ranker for Text Documents Using Lexicographical Rankers and ROC Curves. | Lucas de Souza Rodrigues, Edson Takashi Matsubara, Bruno Magalhes Nogueira |
| 2017 | IJCNN | Integrating distance metric learning and cluster-level constraints in semi-supervised clustering. | Bruno Magalhes Nogueira, Yuri Karan Benevides Tomas, Ricardo Marcondes Marcacini |
| 2016 | FIE | A multidimensional data model for the analysis of learning management systems under different perspectives. | Vanessa Araujo Borges, Bruno Magalhes Nogueira, Ellen Francine Barbosa |
| 2006 | SMC | Techniques for Missing Value Recovering in Imbalanced Databases: Application in a Marketing Database with Massive Missing Data. | Luis E. Zrate, Bruno Magalhes Nogueira, Tadeu Renato Andr Santos, Mark Alan Junho Song |